{"id":"W6910707881","doi":"10.48660/21020026","title":"Welcome and Opening Remarks","year":2021,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Perimeter Institute","funders":"","keywords":"Government (linguistics); Work (physics); Natural (archaeology); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001442596,0.0002069201,0.0003293556,0.0001634959,0.00002594361,0.00007211417,0.0001482639,0.0002085923,0.02755265],"category_scores_gemma":[0.00005629674,0.0002086568,0.00004135975,0.0001392462,0.0000478024,0.00001832717,0.0002050013,0.0002183429,0.003256686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003757212,"about_ca_system_score_gemma":0.00003935155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258362,"about_ca_topic_score_gemma":0.0005296378,"domain_scores_codex":[0.999073,0.00006086595,0.0001092957,0.0003694975,0.0001785299,0.0002088058],"domain_scores_gemma":[0.9993728,0.000025249,0.0001126277,0.0003967203,0.00001356096,0.00007902196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000316817,0.000009728366,0.0003680808,0.00009834398,0.00007290898,0.0000996813,0.00004993037,1.135348e-7,0.0005576413,0.0002431344,0.997083,0.001414283],"study_design_scores_gemma":[0.0002288597,0.000005908731,0.0005396333,0.0005876569,0.00003269262,0.00002551566,0.00001949756,0.00001146244,0.0000230822,0.00002547545,0.9982527,0.000247547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002928408,0.009565371,0.00001818195,0.00006016476,0.0003507038,0.0001488914,0.00006133532,0.0001953844,0.9895707],"genre_scores_gemma":[0.0003802119,0.0001293777,0.002677066,0.00007152026,0.0006785049,0.00001208454,0.0001266173,0.001411165,0.9945135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02429597,"threshold_uncertainty_score":0.9975194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045085569889717,"score_gpt":0.2735336955195215,"score_spread":0.2530828398206244,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}